Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 2930 |
| Missing cells | 2 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 4 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 251.9 KiB |
| Average record size in memory | 88.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 1 |
| Dataset has 4 (0.1%) duplicate rows | Duplicates |
Total Bsmt SF has 79 (2.7%) zeros | Zeros |
2nd Flr SF has 1678 (57.3%) zeros | Zeros |
Garage Cars has 157 (5.4%) zeros | Zeros |
Open Porch SF has 1300 (44.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-02 21:48:47.111953 |
|---|---|
| Analysis finished | 2024-01-02 21:49:01.503226 |
| Duration | 14.39 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
Lot Area
Real number (ℝ)
| Distinct | 1960 |
|---|---|
| Distinct (%) | 66.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10147.922 |
| Minimum | 1300 |
|---|---|
| Maximum | 215245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3188.3 |
| Q1 | 7440.25 |
| median | 9436.5 |
| Q3 | 11555.25 |
| 95-th percentile | 17131 |
| Maximum | 215245 |
| Range | 213945 |
| Interquartile range (IQR) | 4115 |
Descriptive statistics
| Standard deviation | 7880.0178 |
|---|---|
| Coefficient of variation (CV) | 0.77651542 |
| Kurtosis | 265.02367 |
| Mean | 10147.922 |
| Median Absolute Deviation (MAD) | 2040 |
| Skewness | 12.820898 |
| Sum | 29733411 |
| Variance | 62094680 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9600 | 44 | 1.5% |
| 7200 | 43 | 1.5% |
| 6000 | 34 | 1.2% |
| 9000 | 29 | 1.0% |
| 10800 | 25 | 0.9% |
| 8400 | 21 | 0.7% |
| 7500 | 21 | 0.7% |
| 6240 | 18 | 0.6% |
| 1680 | 18 | 0.6% |
| 6120 | 17 | 0.6% |
| Other values (1950) | 2660 |
| Value | Count | Frequency (%) |
| 1300 | 1 | |
| 1470 | 1 | |
| 1476 | 1 | |
| 1477 | 2 | |
| 1484 | 1 | |
| 1488 | 1 | |
| 1491 | 1 | |
| 1495 | 1 | |
| 1504 | 1 | |
| 1526 | 2 |
| Value | Count | Frequency (%) |
| 215245 | 1 | |
| 164660 | 1 | |
| 159000 | 1 | |
| 115149 | 1 | |
| 70761 | 1 | |
| 63887 | 1 | |
| 57200 | 1 | |
| 56600 | 1 | |
| 53504 | 1 | |
| 53227 | 1 |
Overall Qual
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0948805 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4110261 |
|---|---|
| Coefficient of variation (CV) | 0.23151005 |
| Kurtosis | 0.05241245 |
| Mean | 6.0948805 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.19063396 |
| Sum | 17858 |
| Variance | 1.9909946 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 825 | |
| 6 | 732 | |
| 7 | 602 | |
| 8 | 350 | |
| 4 | 226 | 7.7% |
| 9 | 107 | 3.7% |
| 3 | 40 | 1.4% |
| 10 | 31 | 1.1% |
| 2 | 13 | 0.4% |
| 1 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 4 | 0.1% |
| 2 | 13 | 0.4% |
| 3 | 40 | 1.4% |
| 4 | 226 | 7.7% |
| 5 | 825 | |
| 6 | 732 | |
| 7 | 602 | |
| 8 | 350 | |
| 9 | 107 | 3.7% |
| 10 | 31 | 1.1% |
| Value | Count | Frequency (%) |
| 10 | 31 | 1.1% |
| 9 | 107 | 3.7% |
| 8 | 350 | |
| 7 | 602 | |
| 6 | 732 | |
| 5 | 825 | |
| 4 | 226 | 7.7% |
| 3 | 40 | 1.4% |
| 2 | 13 | 0.4% |
| 1 | 4 | 0.1% |
Overall Cond
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5631399 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1115366 |
|---|---|
| Coefficient of variation (CV) | 0.19980381 |
| Kurtosis | 1.4914497 |
| Mean | 5.5631399 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.57442948 |
| Sum | 16300 |
| Variance | 1.2355135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 1654 | |
| 6 | 533 | 18.2% |
| 7 | 390 | 13.3% |
| 8 | 144 | 4.9% |
| 4 | 101 | 3.4% |
| 3 | 50 | 1.7% |
| 9 | 41 | 1.4% |
| 2 | 10 | 0.3% |
| 1 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 7 | 0.2% |
| 2 | 10 | 0.3% |
| 3 | 50 | 1.7% |
| 4 | 101 | 3.4% |
| 5 | 1654 | |
| 6 | 533 | 18.2% |
| 7 | 390 | 13.3% |
| 8 | 144 | 4.9% |
| 9 | 41 | 1.4% |
| Value | Count | Frequency (%) |
| 9 | 41 | 1.4% |
| 8 | 144 | 4.9% |
| 7 | 390 | 13.3% |
| 6 | 533 | 18.2% |
| 5 | 1654 | |
| 4 | 101 | 3.4% |
| 3 | 50 | 1.7% |
| 2 | 10 | 0.3% |
| 1 | 7 | 0.2% |
Year Built
Real number (ℝ)
| Distinct | 118 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.3563 |
| Minimum | 1872 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1915 |
| Q1 | 1954 |
| median | 1973 |
| Q3 | 2001 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 30.245361 |
|---|---|
| Coefficient of variation (CV) | 0.015342412 |
| Kurtosis | -0.50171504 |
| Mean | 1971.3563 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.60446222 |
| Sum | 5776074 |
| Variance | 914.78184 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2005 | 142 | 4.8% |
| 2006 | 138 | 4.7% |
| 2007 | 109 | 3.7% |
| 2004 | 99 | 3.4% |
| 2003 | 88 | 3.0% |
| 1977 | 57 | 1.9% |
| 1920 | 57 | 1.9% |
| 1976 | 54 | 1.8% |
| 1999 | 52 | 1.8% |
| 2008 | 49 | 1.7% |
| Other values (108) | 2085 |
| Value | Count | Frequency (%) |
| 1872 | 1 | < 0.1% |
| 1875 | 1 | < 0.1% |
| 1879 | 1 | < 0.1% |
| 1880 | 5 | |
| 1882 | 1 | < 0.1% |
| 1885 | 2 | 0.1% |
| 1890 | 7 | |
| 1892 | 2 | 0.1% |
| 1893 | 1 | < 0.1% |
| 1895 | 3 |
| Value | Count | Frequency (%) |
| 2010 | 3 | 0.1% |
| 2009 | 25 | 0.9% |
| 2008 | 49 | 1.7% |
| 2007 | 109 | |
| 2006 | 138 | |
| 2005 | 142 | |
| 2004 | 99 | |
| 2003 | 88 | |
| 2002 | 47 | 1.6% |
| 2001 | 35 | 1.2% |
Total Bsmt SF
Real number (ℝ)
ZEROS 
| Distinct | 1058 |
|---|---|
| Distinct (%) | 36.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1051.6145 |
| Minimum | 0 |
|---|---|
| Maximum | 6110 |
| Zeros | 79 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 453 |
| Q1 | 793 |
| median | 990 |
| Q3 | 1302 |
| 95-th percentile | 1776 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 509 |
Descriptive statistics
| Standard deviation | 440.61507 |
|---|---|
| Coefficient of variation (CV) | 0.41898913 |
| Kurtosis | 9.1356123 |
| Mean | 1051.6145 |
| Median Absolute Deviation (MAD) | 236 |
| Skewness | 1.1562043 |
| Sum | 3080179 |
| Variance | 194141.64 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 79 | 2.7% |
| 864 | 74 | 2.5% |
| 672 | 29 | 1.0% |
| 912 | 26 | 0.9% |
| 1040 | 25 | 0.9% |
| 768 | 24 | 0.8% |
| 816 | 23 | 0.8% |
| 728 | 21 | 0.7% |
| 780 | 19 | 0.6% |
| 384 | 19 | 0.6% |
| Other values (1048) | 2590 |
| Value | Count | Frequency (%) |
| 0 | 79 | |
| 105 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 173 | 1 | < 0.1% |
| 190 | 1 | < 0.1% |
| 192 | 1 | < 0.1% |
| 216 | 2 | 0.1% |
| 240 | 1 | < 0.1% |
| 245 | 1 | < 0.1% |
| 264 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 6110 | 1 | |
| 5095 | 1 | |
| 3206 | 1 | |
| 3200 | 1 | |
| 3138 | 1 | |
| 3094 | 1 | |
| 2846 | 1 | |
| 2660 | 1 | |
| 2633 | 1 | |
| 2630 | 1 |
1st Flr SF
Real number (ℝ)
| Distinct | 1083 |
|---|---|
| Distinct (%) | 37.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1159.5577 |
| Minimum | 334 |
|---|---|
| Maximum | 5095 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 665.45 |
| Q1 | 876.25 |
| median | 1084 |
| Q3 | 1384 |
| 95-th percentile | 1829.55 |
| Maximum | 5095 |
| Range | 4761 |
| Interquartile range (IQR) | 507.75 |
Descriptive statistics
| Standard deviation | 391.89089 |
|---|---|
| Coefficient of variation (CV) | 0.33796584 |
| Kurtosis | 6.9688085 |
| Mean | 1159.5577 |
| Median Absolute Deviation (MAD) | 236 |
| Skewness | 1.4694286 |
| Sum | 3397504 |
| Variance | 153578.47 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 46 | 1.6% |
| 1040 | 28 | 1.0% |
| 912 | 19 | 0.6% |
| 816 | 18 | 0.6% |
| 848 | 18 | 0.6% |
| 960 | 18 | 0.6% |
| 672 | 17 | 0.6% |
| 894 | 17 | 0.6% |
| 936 | 17 | 0.6% |
| 546 | 15 | 0.5% |
| Other values (1073) | 2717 |
| Value | Count | Frequency (%) |
| 334 | 1 | < 0.1% |
| 372 | 1 | < 0.1% |
| 407 | 1 | < 0.1% |
| 432 | 1 | < 0.1% |
| 438 | 1 | < 0.1% |
| 442 | 1 | < 0.1% |
| 448 | 1 | < 0.1% |
| 453 | 1 | < 0.1% |
| 480 | 1 | < 0.1% |
| 483 | 13 |
| Value | Count | Frequency (%) |
| 5095 | 1 | |
| 4692 | 1 | |
| 3820 | 1 | |
| 3228 | 1 | |
| 3138 | 1 | |
| 2898 | 1 | |
| 2726 | 1 | |
| 2696 | 1 | |
| 2674 | 1 | |
| 2633 | 1 |
2nd Flr SF
Real number (ℝ)
ZEROS 
| Distinct | 635 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 335.45597 |
| Minimum | 0 |
|---|---|
| Maximum | 2065 |
| Zeros | 1678 |
| Zeros (%) | 57.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 703.75 |
| 95-th percentile | 1130.1 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range (IQR) | 703.75 |
Descriptive statistics
| Standard deviation | 428.39572 |
|---|---|
| Coefficient of variation (CV) | 1.277055 |
| Kurtosis | -0.4148613 |
| Mean | 335.45597 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.86645675 |
| Sum | 982886 |
| Variance | 183522.89 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1678 | |
| 546 | 23 | 0.8% |
| 728 | 18 | 0.6% |
| 504 | 17 | 0.6% |
| 720 | 13 | 0.4% |
| 600 | 13 | 0.4% |
| 672 | 13 | 0.4% |
| 896 | 11 | 0.4% |
| 886 | 10 | 0.3% |
| 756 | 9 | 0.3% |
| Other values (625) | 1125 |
| Value | Count | Frequency (%) |
| 0 | 1678 | |
| 110 | 1 | < 0.1% |
| 125 | 1 | < 0.1% |
| 144 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| 180 | 1 | < 0.1% |
| 182 | 1 | < 0.1% |
| 185 | 1 | < 0.1% |
| 192 | 1 | < 0.1% |
| 208 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2065 | 1 | |
| 1872 | 1 | |
| 1862 | 1 | |
| 1836 | 1 | |
| 1818 | 1 | |
| 1796 | 1 | |
| 1788 | 1 | |
| 1778 | 1 | |
| 1721 | 1 | |
| 1629 | 1 |
Fireplaces
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.0 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 | 12 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2930 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 1274 | |
| 2 | 221 | 7.5% |
| 3 | 12 | 0.4% |
| 4 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 1274 | |
| 2 | 221 | 7.5% |
| 3 | 12 | 0.4% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 1274 | |
| 2 | 221 | 7.5% |
| 3 | 12 | 0.4% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2930 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 1274 | |
| 2 | 221 | 7.5% |
| 3 | 12 | 0.4% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2930 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 1274 | |
| 2 | 221 | 7.5% |
| 3 | 12 | 0.4% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2930 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 1274 | |
| 2 | 221 | 7.5% |
| 3 | 12 | 0.4% |
| 4 | 1 | < 0.1% |
Garage Cars
Real number (ℝ)
ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7668146 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 157 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.76056636 |
|---|---|
| Coefficient of variation (CV) | 0.43047321 |
| Kurtosis | 0.24496945 |
| Mean | 1.7668146 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.21983636 |
| Sum | 5175 |
| Variance | 0.5784612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1603 | |
| 1 | 778 | |
| 3 | 374 | 12.8% |
| 0 | 157 | 5.4% |
| 4 | 16 | 0.5% |
| 5 | 1 | < 0.1% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 157 | 5.4% |
| 1 | 778 | |
| 2 | 1603 | |
| 3 | 374 | 12.8% |
| 4 | 16 | 0.5% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 16 | 0.5% |
| 3 | 374 | 12.8% |
| 2 | 1603 | |
| 1 | 778 | |
| 0 | 157 | 5.4% |
Open Porch SF
Real number (ℝ)
ZEROS 
| Distinct | 252 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.533447 |
| Minimum | 0 |
|---|---|
| Maximum | 742 |
| Zeros | 1300 |
| Zeros (%) | 44.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 27 |
| Q3 | 70 |
| 95-th percentile | 182.55 |
| Maximum | 742 |
| Range | 742 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 67.4834 |
|---|---|
| Coefficient of variation (CV) | 1.4197035 |
| Kurtosis | 10.954343 |
| Mean | 47.533447 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 2.5353859 |
| Sum | 139273 |
| Variance | 4554.0093 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1300 | |
| 36 | 52 | 1.8% |
| 48 | 52 | 1.8% |
| 40 | 44 | 1.5% |
| 32 | 38 | 1.3% |
| 24 | 36 | 1.2% |
| 28 | 35 | 1.2% |
| 20 | 33 | 1.1% |
| 30 | 31 | 1.1% |
| 60 | 30 | 1.0% |
| Other values (242) | 1279 |
| Value | Count | Frequency (%) |
| 0 | 1300 | |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 2 | 0.1% |
| 11 | 3 | 0.1% |
| 12 | 5 | 0.2% |
| 15 | 2 | 0.1% |
| 16 | 15 | 0.5% |
| 17 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 742 | 1 | |
| 570 | 1 | |
| 547 | 1 | |
| 523 | 1 | |
| 502 | 1 | |
| 484 | 1 | |
| 444 | 1 | |
| 418 | 1 | |
| 406 | 1 | |
| 382 | 1 |
SalePrice
Real number (ℝ)
| Distinct | 1032 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180796.06 |
| Minimum | 12789 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.0 KiB |
Quantile statistics
| Minimum | 12789 |
|---|---|
| 5-th percentile | 87500 |
| Q1 | 129500 |
| median | 160000 |
| Q3 | 213500 |
| 95-th percentile | 335000 |
| Maximum | 755000 |
| Range | 742211 |
| Interquartile range (IQR) | 84000 |
Descriptive statistics
| Standard deviation | 79886.692 |
|---|---|
| Coefficient of variation (CV) | 0.4418608 |
| Kurtosis | 5.1189 |
| Mean | 180796.06 |
| Median Absolute Deviation (MAD) | 37000 |
| Skewness | 1.7435001 |
| Sum | 5.2973246 × 108 |
| Variance | 6.3818836 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135000 | 34 | 1.2% |
| 140000 | 33 | 1.1% |
| 130000 | 29 | 1.0% |
| 155000 | 28 | 1.0% |
| 145000 | 26 | 0.9% |
| 160000 | 23 | 0.8% |
| 185000 | 21 | 0.7% |
| 110000 | 21 | 0.7% |
| 115000 | 20 | 0.7% |
| 120000 | 20 | 0.7% |
| Other values (1022) | 2675 |
| Value | Count | Frequency (%) |
| 12789 | 1 | |
| 13100 | 1 | |
| 34900 | 1 | |
| 35000 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 | |
| 44000 | 1 | |
| 45000 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 615000 | 1 | |
| 611657 | 1 | |
| 610000 | 1 | |
| 591587 | 1 | |
| 584500 | 1 | |
| 582933 | 1 | |
| 556581 | 1 |
| Lot Area | Overall Qual | Overall Cond | Year Built | Total Bsmt SF | 1st Flr SF | 2nd Flr SF | Fireplaces | Garage Cars | Open Porch SF | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 31770 | 6 | 5 | 1960 | 1080.0 | 1656 | 0 | 2 | 2.0 | 62 | 215000 |
| 1 | 11622 | 5 | 6 | 1961 | 882.0 | 896 | 0 | 0 | 1.0 | 0 | 105000 |
| 2 | 14267 | 6 | 6 | 1958 | 1329.0 | 1329 | 0 | 0 | 1.0 | 36 | 172000 |
| 3 | 11160 | 7 | 5 | 1968 | 2110.0 | 2110 | 0 | 2 | 2.0 | 0 | 244000 |
| 4 | 13830 | 5 | 5 | 1997 | 928.0 | 928 | 701 | 1 | 2.0 | 34 | 189900 |
| 5 | 9978 | 6 | 6 | 1998 | 926.0 | 926 | 678 | 1 | 2.0 | 36 | 195500 |
| 6 | 4920 | 8 | 5 | 2001 | 1338.0 | 1338 | 0 | 0 | 2.0 | 0 | 213500 |
| 7 | 5005 | 8 | 5 | 1992 | 1280.0 | 1280 | 0 | 0 | 2.0 | 82 | 191500 |
| 8 | 5389 | 8 | 5 | 1995 | 1595.0 | 1616 | 0 | 1 | 2.0 | 152 | 236500 |
| 9 | 7500 | 7 | 5 | 1999 | 994.0 | 1028 | 776 | 1 | 2.0 | 60 | 189000 |
| Lot Area | Overall Qual | Overall Cond | Year Built | Total Bsmt SF | 1st Flr SF | 2nd Flr SF | Fireplaces | Garage Cars | Open Porch SF | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2920 | 1894 | 4 | 5 | 1970 | 546.0 | 546 | 546 | 0 | 1.0 | 24 | 71000 |
| 2921 | 12640 | 6 | 5 | 1976 | 1728.0 | 1728 | 0 | 0 | 2.0 | 0 | 150900 |
| 2922 | 9297 | 5 | 5 | 1976 | 1728.0 | 1728 | 0 | 0 | 2.0 | 0 | 188000 |
| 2923 | 17400 | 5 | 5 | 1977 | 1126.0 | 1126 | 0 | 1 | 2.0 | 41 | 160000 |
| 2924 | 20000 | 5 | 7 | 1960 | 1224.0 | 1224 | 0 | 1 | 2.0 | 0 | 131000 |
| 2925 | 7937 | 6 | 6 | 1984 | 1003.0 | 1003 | 0 | 0 | 2.0 | 0 | 142500 |
| 2926 | 8885 | 5 | 5 | 1983 | 864.0 | 902 | 0 | 0 | 2.0 | 0 | 131000 |
| 2927 | 10441 | 5 | 5 | 1992 | 912.0 | 970 | 0 | 0 | 0.0 | 32 | 132000 |
| 2928 | 10010 | 5 | 5 | 1974 | 1389.0 | 1389 | 0 | 1 | 2.0 | 38 | 170000 |
| 2929 | 9627 | 7 | 5 | 1993 | 996.0 | 996 | 1004 | 1 | 3.0 | 48 | 188000 |
Most frequently occurring
| Lot Area | Overall Qual | Overall Cond | Year Built | Total Bsmt SF | 1st Flr SF | 2nd Flr SF | Fireplaces | Garage Cars | Open Porch SF | SalePrice | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3675 | 6 | 5 | 2005 | 547.0 | 1072 | 0 | 0 | 2.0 | 44 | 140000 | 2 |
| 1 | 4590 | 8 | 5 | 2006 | 1554.0 | 1554 | 0 | 1 | 2.0 | 73 | 209500 | 2 |
| 2 | 7018 | 5 | 5 | 1979 | 0.0 | 1535 | 0 | 0 | 2.0 | 0 | 118858 | 2 |
| 3 | 10800 | 5 | 5 | 1987 | 1200.0 | 1200 | 0 | 0 | 0.0 | 0 | 179000 | 2 |